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Produce what you need. Not what you guess.

The AI Operating System helping fashion brands, mills, and garment workshops forecast demand, coordinate manufacturing, and eliminate overproduction across Latin America and global markets.

Book a demo Clothes4ll - AI native operating system for circular fashion | Product Hunt
Built for fashion brands, textile mills, and garment workshops across Mexico & LATAM
🏷️ D2C & Retail
Fashion Brands

Forecast demand per SKU, coordinate contractor networks, and generate Digital Product Passports (DPP).

View brands solution →
🧵 Spinning & Weaving
Textile Producers

Cut fabric roll scrap, trace inventory with QR tags, and sync real-time stock with brand clients.

View producers solution →
✂️ Cut & Sew
Garment Workshops

Verified Supplier Scorecard, batch-by-batch order tracking, and fill off-season capacity with formal brands.

View workshops solution →
Backed by global accelerators, funds, and sustainability leaders
Powertrain Ventures Hult Prize Enactus México Ashoka U-Report UNICEF Powertrain Ventures Hult Prize Enactus México Ashoka U-Report UNICEF
The problem

The fashion industry is operating blindly across production

The absence of structured manufacturing data between apparel brands and suppliers causes massive financial waste and tons of daily textile landfill.

15 to 30%
Of textile fabric lost directly to overproduction. Equivalent to ~$500K to $2M+ in annual losses for mid-sized apparel businesses.
Source: SME Textile Industry Benchmark, 2024
$140B+
Global annual economic cost caused by overproduction across the global apparel and fashion industry.
Source: McKinsey Fashion Report, 2024
364 tons/day
Of textile waste dumped in Mexico City alone due to inaccurate demand planning at origin.
Source: SEDEMA, 2024
Cause 01

Inferred forecasting + spreadsheets

Most fashion brands operate with raw Excel spreadsheets or merchant gut feeling. This drives a 30% to 50% forecast error rate, locking precious working capital in surplus inventory for months.

Cause 02

Zero visibility into manufacturing waste

Constant fabric cutting waste, quality inspection rejections, and unrecorded scraps. Zero traceability across the shopfloor means zero operational accountability.

Cause 03

Disconnected from sales channels

Information fragmented across Odoo, WhatsApp factory chats, ecommerce, and disjointed sheets. Reconciling inventory and sales takes 6 to 10 hours every week per manufacturer.

The solution

Not just another software.
It is production infrastructure.

Clothes4ll unifies demand planning, shopfloor manufacturing, raw materials, and finished goods into an intelligent operating system built for the production reality of Mexico and Latin America.

AI-driven demand forecasting
Predictive models analyzing real-time sales velocity and raw material procurement to produce exactly what sells.
Real-time inventory and materials control
Complete visibility over fabric rolls, trims, WIP, and finished stock across warehouses and subcontracted factories.
Frictionless integration with existing tools
Direct sync with Excel, Shopify, Odoo, SAP, and WhatsApp workflows without complex multi-month migrations.
Book a custom demo
Clothes4ll OS • Control Hub ● Live Stream Active
Forecast Accuracy
86.4%
↑ +34% vs legacy Excel
Fabric Saved
2,840 m
~$18,500 USD saved
Active Batch • Summer Linen Capsule 88% completed
Cutting finished: 1,200 pcs Scrap rate: 4.1% (optimal)
Bidirectional live sync: Shopify + Excel + Odoo ERP
AI Agent

Clothy, our AI agent

A chat-first operational copilot connected to the heartbeat of your apparel business. Ask simple everyday questions and get verified operational actions in seconds.

Clothy - AI Agent Clothes4ll
Clothy Copilot
Live on your supply chain

Forget switching between multiple tabs and reports to figure out what is happening. Ask Clothy "Which sales channel brings the most revenue?" or "What should I replenish?" and it pulls instant live data across Shopify, Instagram Shopping, stock levels, and cut-and-sew capacity.

✓
Instant operational answers grounded in your verified inventory data
✓
Automated sales velocity calculation and stockout risk detection
✓
One-click purchase order drafting and ERP batch preparation
Clothy
Clothy • Operations Copilot
● Online • Synced with Shopify & ERP
Chat-First Architecture
Which channel generates the most revenue this week and what product should I replenish right away?

Live omnichannel sales report across connected channels (Shopify and Instagram Shopping):

• Shopify generates 72% of net revenue this week.

• Your highest velocity product is the Linen Midi Dress: recording a +24% sales velocity over the last 14 days. Current warehouse inventory is down to 35 units.

Predictive Replenishment Alert Stockout risk in 8 days
Replenish 200 units with your primary cut-and-sew partner (Puebla Facility) and order 420 meters of raw linen fabric.
✓ Purchase order drafted and synchronized with your ERP.
Ask Clothy a question about stock levels or batch statuses...
Interactive Supply Chain Simulator

Simulate the Economic Savings Across Your Operations

Select your role across the textile value chain to project reduced waste, recovered working capital, and measurable environmental impact.

Annual garments produced: 45,000 pcs
10K units 200K units
Average cost per garment: $32 USD
$8 USD $120 USD
Current overproduction / unsold rate: 24%
10% (controlled) 40% (critical)
Recovered Working Capital
$103,680 USD
Estimated annual savings by cutting overproduction by 30%
Garments Saved
3,240 pcs
CO2 Prevented
48.6 t
Recover this capital in my brand
Monthly fabric meters produced: 65,000 m
10,000 m 250,000 m
Average cost per meter: $8.50 USD
$2 USD $30 USD
Current scrap rate (weaving & rolls): 14%
5% (optimized) 25% (high)
Recovered Plant Capital
$204,204 USD
Estimated annual savings by cutting fabric roll scrap by 22%
Meters Saved
24,024 m
Water Conserved
600K L
Optimize my mill yields
Active sewing operators: 28 sewers
5 operators 150 operators
Monthly garment piece capacity: 14,000 pcs
2,000 pcs 60,000 pcs
Off-season idle capacity: 30%
10% (steady) 50% (severe downtime)
Projected Extra Annual Revenue
$34,574 USD
Extra revenue filling production valleys with verified brands (+28%)
Extra Garments
14,112 pcs
Projected Scorecard
98.4 / 100
Connect my workshop with brands
The platform

The entire fashion manufacturing lifecycle in one operating system

Engineered for apparel brands and textile producers who need to accelerate production, ensure global regulatory compliance, and eliminate dead stock.

Smart AI Demand Planning

Forecast demand for fabrics and trims based on real sales velocity, preventing overproduction and warehouse dead stock before cutting begins.

Predictive Demand

Centralized Operations Hub

Connect purchase orders, tech packs, external sewing workshops, and delivery timelines without chasing endless email threads.

Unified Workflow

Real-Time Inventory

Track raw fabric rolls, accessories, work-in-progress, and finished stock with automated low-stock and dead-stock alerts.

Live Inventory

Shopfloor Traceability

Monitor batch-level progress across cut-and-sew partners, logging real material consumption and identifying fabric scrap immediately.

Factory Control

Intelligent Automation

Proactive procurement notifications and automated replenishment orders generated based on live multichannel run rates.

Autonomous Agents

Supplier Scorecard

Real-time evaluation of capacity, delivery punctuality, manufacturing defect rates, and labor compliance across your factory network.

Regulatory Compliance

Digital Product Passport (DPP) for Global Export

Built for apparel brands across Mexico and Latin America exporting to the United States and the European Union. Generates garment-level digital traceability required by the Uyghur Forced Labor Prevention Act (UFLPA) and the EU Ecodesign ESPR/DPP directives well before mandatory deadlines.

UFLPA & EU ESPR Ready
Frictionless native integrations: Connects directly with Excel spreadsheets and leading ERP systems (SAP, Odoo, Netsuite) without disrupting daily shopfloor routines.
Connect my systems
Head-to-head comparison

Traditional alternatives vs Clothes4ll OS

See why legacy corporate software consistently falls short for mid-market apparel brands and why Clothes4ll is the agile choice.

Traditional Alternatives

Legacy ERPs and generic corporate supply chain systems

  • ✕ Prohibitively expensive with rigid six-figure annual licensing costs.
  • ✕ Architected solely for multi-billion corporate conglomerates with rigid structures.
  • ✕ Slow, generic support with no understanding of Latin American factory dynamics.
  • ✕ No native integration with everyday spreadsheets or affordable regional ERPs.
  • ✕ Requires permanent third-party consultants and 6 to 18-month implementations.

Clothes4ll OS

Industry-Native

The modern sustainability operating system built for apparel brands

  • ✓ Accessible from $49/month delivering clear positive ROI within the first 90 days.
  • ✓ Tailored for LATAM apparel brands and directly aligned with cut-and-sew factory workflows.
  • ✓ Native friction-free sync with Excel and ERPs, preserving your current data formats.
  • ✓ Fast deployment in days rather than months to unlock immediate production savings.
  • ✓ Dedicated bilingual support included with direct advisory from textile industry veterans.
Proven outcomes

Measurable impact on your apparel business

Technology engineered to protect working capital and elevate operational gross margins.

−30%
Textile overproduction

Real-time shopfloor visibility coupled with accurate AI-driven demand forecasting.

−70%
Time spent on inventory management

Autonomous AI agents handling data reconciliations, low-stock alerts, and orders.

−15%
Raw material procurement planning error

Predictive models trained on validated historical sales and factory cutting yields.

Use Cases

How brands, mills, and workshops use Clothes4ll

Usage scenarios for the platform at every link of the textile chain: here is how it can support your operation across Mexico and Latin America.

Contemporary fashion brand atelier Fashion Brands
D2C and retail brands

Agile drop production and US export readiness with Digital Passports (DPP)

A brand can forecast demand by SKU and size to right-size each collection, coordinate its workshops from one place, and generate the Digital Product Passport that export markets require.

SKU forecasting
Production aligned to demand
DPP and traceability
Export-ready
Explore brands solution
Industrial textile weaving mill Textile Producers
Spinning and weaving mills

Fabric waste control and QR roll traceability

A producer can tag every roll with a QR code, log waste and loom failure causes, and sync its inventory with client forecasts to buy yarn just in time.

QR labels
Roll and waste control
Synced inventory
Just-in-time purchasing
Explore producers solution
Cut and sew apparel workshop Garment Workshops
Cut-and-sew workshops

Verified Supplier Scorecard and lot-by-lot visibility

A workshop can track every lot, build a Supplier Scorecard from its delivery history, and publish open capacity to receive more orders from formal brands.

Scorecard
Verifiable track record
Open capacity
More orders from brands
Explore workshops solution
Operational Transformation

The difference between operating blind and scaling with Clothes4ll

Compare the painful reality of fragmented traditional production against a connected, data-first manufacturing ecosystem.

❌ Without Clothes4ll • Fragmentation & Waste

Reactive operations scattered across spreadsheets

Production data trapped in unsynced Excel files, paper shop tickets, and endless WhatsApp audio messages.

  • ✕ Guesswork forecasting: 25% to 40% unsold dead stock or severe stockouts caused by lack of channel sales velocity data.
  • ✕ Zero contractor visibility: Orders delayed by 2 to 4 weeks with no live tracking of cutting or sewing progress.
  • ✕ Uncontrolled scrap: Fabric rolls stored without digital consumption logs, hiding 15% to 25% scrap losses.
  • ✕ Export friction: Inability to clear US or EU customs due to missing UFLPA supply chain evidence and Digital Product Passports.
✓ With Clothes4ll OS • Connected Infrastructure

Real-time control orchestrated by intelligent AI

A single operating system synchronizing demand, inventory, raw fabric rolls, and sewing lines with verifiable traceability.

  • ✓ Predictive AI with 86.4% precision: Manufacture exactly what market channels demand without trapping working capital.
  • ✓ Batch-level QR traceability: Instant visibility into completion rates, operator speeds, and cutting yields per workshop.
  • ✓ Verified Supplier Scorecards: Rate capacity, on-time delivery, and technical quality to ensure reliable supply chains.
  • ✓ Automated Digital Passports (DPP): Instant compliance with US UFLPA and EU ESPR regulations for friction-free global exports.
Sustainability & Future

Profitable for your business.
Sustainable for our planet.

True sustainability in fashion is operational precision. Every meter of fabric spared from surplus is preserved cash flow and eliminated carbon emissions at the source of the supply chain.

● Direct reduction of industrial textile waste in municipal landfills
● Full supplier transparency and auditable cut-and-sew labor tracking
● Compliance with mandatory global circular economy guidelines

Aligned with the UN 2030 Agenda

Clothes4ll actively advances four United Nations Sustainable Development Goals essential for sustainable cities, climate action, and industrial modernization.

SDG 9 Industry Innovation and Infrastructure
SDG 11 Sustainable Cities and Communities
SDG 12 Responsible Consumption and Production
SDG 13 Climate Action
Industry Segments

Who is Clothes4ll built for?

Purpose-built for the brands and manufacturers driving regional fashion production.

Export-ready fashion brands

Mid-market and enterprise apparel brands selling domestically or exporting to the US and EU requiring regulatory auditability.

  • UFLPA and EU ESPR compliance tracking
  • Digital Product Passport (DPP) issuance
  • Omnichannel AI demand forecasting

Textile manufacturers

Producers managing yarn, woven and knitted fabrics looking to cut inventory dead weight and optimize raw material procurement.

  • Predictive raw material planning
  • Order-level yield and waste control
  • Reduced capital lockup in surplus fabric

Cut-and-sew apparel factories

Garment manufacturing workshops seeking to prove operational capacity, delivery speed, and stitch quality with live verifiable data.

  • Batch-level production tracking
  • Supplier Scorecard verified ranking
  • Real-time cutting scrap measurement
B2B SaaS Subscription

Plans built for every stage of apparel manufacturing

Transparent pricing with zero hidden fees to modernize, control, and scale your production operations.

Pro

Best for workshops and emerging brands taking their first digital steps.

$49 USD / month
  • ✓ Basic AI demand forecasting for procurement
  • ✓ Up to 200 active catalog SKUs
  • ✓ Excel integration (read-only mode)
  • ✓ Centralized web inventory dashboard
  • ✓ Dedicated onboarding and initial setup
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Most Popular
Business

For growing fashion brands and high-volume producers.

$130 USD / month
  • ✓ Advanced AI forecasting with multivariate models
  • ✓ Unlimited SKUs and multiple seasonal capsules
  • ✓ Bidirectional live integration with ERPs (Odoo, SAP)
  • ✓ End-to-end production traceability across workshops
  • ✓ Digital Product Passport (DPP) batch generation
  • ✓ Clothy AI Copilot for operational queries
Request access
Enterprise

For large apparel manufacturers, extensive supply chains, and corporations.

Custom Annual billing
  • ✓ Everything included in the Business plan
  • ✓ Unlimited multi-facility and multi-warehouse
  • ✓ Full custom ERP API and proprietary system connectors
  • ✓ Unlimited DPP generation and regulatory audits
  • ✓ Guaranteed 99.9% SLA and 24/7 priority support
Book a demo

Start optimizing your fashion production today

Book a guided walkthrough session to see how Clothes4ll unifies your inventory, forecasts real demand, and protects your margins.